Chaos is aperiodic long-term behavior in a deterministic system that exhibits sensitive dependence on initial conditions. No definition of the term chaos is universally accepted yet, but almost everyone would agree on those properties. The term attractor is also difficult to define in a rigorous way. We want a definition that is broad enough to include all the natural candidates, but restrictive enough to exclude the imposters. There is still disagreement about what the exact definition should be. And what's a "strange attractor", like in the Lorenz equations?
► Next, exploring the Lorenz system parameter space & bifurcation diagram
Be notified. Subscribe is.gd/RossLabS...
► Lorenz equations
Derivation and chaotic waterwheel • 3D Systems, Lorenz Equ...
Volume contraction and symmetry • Lorenz Equations Prope...
Fixed point analysis • Lorenz Equations Fixed...
Deducing the Lorenz attractor • Lorenz Attractor- How ...
► Additional background
Lyapunov exponents to quantify chaos • Lyapunov Exponents & S...
Pitchfork bifurcations of fixed points • Bifurcations Part 3- P...
Hopf bifurcations, unstable limit cycles • Bifurcations in 2D, Pa...
Quasiperiodic motion on a torus • Coupled Oscillators, Q...
Trapping region, Poincaré-Bendixson • Limit Cycles, Part 3: ...
► Advanced lecture on the center manifold of the origin in the Lorenz system
• Center Manifolds Depen...
► From 'Nonlinear Dynamics and Chaos' (online course).
Playlist is.gd/Nonlinea...
► Course lecture notes (PDF)
is.gd/Nonlinea...
► Dr. Shane Ross, Virginia Tech professor (Caltech PhD)
Subscribe is.gd/RossLabS...
► Follow me on Twitter
/ rossdynamicslab
► Related Courses and Series Playlists by Dr. Ross
📚3-Body Problem Orbital Dynamics Course
is.gd/3BodyPro...
📚Space Manifolds
is.gd/SpaceMan...
📚Space Vehicle Dynamics
is.gd/SpaceVeh...
📚Lagrangian and 3D Rigid Body Dynamics
is.gd/Analytic...
📚Nonlinear Dynamics and Chaos
is.gd/Nonlinea...
📚Hamiltonian Dynamics
is.gd/Advanced...
📚Center Manifolds, Normal Forms, and Bifurcations
is.gd/CenterMa...
References:
Steven Strogatz, "Nonlinear Dynamics and Chaos", Chapter 9: Lorenz Equations
largest Liapunov exponent fractal dimension of lorenz attractor box-counting dimension crumpled paper stable focus unstable focus supercritical subcritical topological equivalence genetic switch structural stability Andronov-Hopf Andronov-Poincare-Hopf Van der Pol Oscillator Duffing oscillator nonlinear nerve cells driven current circuit glycolysis biological chemical oscillation Liapunov gradient systems Conley index theory gradient system autonomous on the plane phase plane are introduced 2D ordinary differential equations cylinder bifurcation robustness fragility cusp unfolding perturbations structural stability emergence critical point critical slowing down supercritical bifurcation subcritical bifurcations buckling beam model change of stability nonlinear dynamics differential equations dimensions phase space Poincare Strogatz graphical method Fixed Point Equilibrium Stability Stable Point Unstable Point Linear Stability Analysis Vector Field Two-Dimensional 2-dimensional Functions Hamiltonian Hamilton streamlines weather vortex dynamics point vortices topology Verhulst Oscillators Synchrony Torus friends on track roller racer dynamics on torus Lorenz equations chaotic strange attractor convection chaos chaotic
#NonlinearDynamics #DynamicalSystems #StrangeAttractor #strangerthings #ChaosTheory #ChaoticDynamics #LyapunovExponent #Lyapunov #LorenzAttractor #chaos #Oscillators #Synchrony #Torus #Bifurcation #Hopf #HopfBifurcation #NonlinearOscillators #AveragingTheory #LimitCycle #Oscillations #nullclines #RelaxationOscillations #VanDerPol #VanDerPolOscillator #LimitCycles #VectorFields #topology #geometry #IndexTheory #EnergyConservation #Hamiltonian #Streamfunction #Streamlines #Vortex #SkewGradient #Gradient #PopulationBiology #FixedPoint #DifferentialEquations #SaddleNode #Eigenvalues #HyperbolicPoints #NonHyperbolicPoint #CuspBifurcation #CriticalPoint #buckling #PitchforkBifurcation #robust #StructuralStability #DifferentialEquations #dynamics #dimensions #PhaseSpace #PhasePortrait #PhasePlane #Poincare #Strogatz #Wiggins #Lorenz #VectorField #GraphicalMethod #FixedPoints #EquilibriumPoints #Stability #NonlinearODEs #StablePoint #UnstablePoint #Stability #LinearStability #LinearStabilityAnalysis #StabilityAnalysis #VectorField #TwoDimensional #Functions #PopulationGrowth #PopulationDynamics #Population #Logistic #GradientSystem #GradientVectorField #Cylinder #Pendulum #Newton #LawOfMotion #dynamics #Poincare #mathematicians #maths #mathsmemes #math4life #mathstudents #mathematician #mathfacts #mathskills #mathtricks #KAMtori #Hamiltonian
27 сен 2024